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Separating the Structural Components of Maize for Field Phenotyping Using Terrestrial LiDAR Data and Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 4, 页码: 2644-2658
Authors:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Wu, Fangfang;  Ma, Qin;  Xu, Kexin;  Hu, Tianyu;  Liu, Jin;  Pang, Shuxin;  Guan, Hongcan;  Zhang, Jing;  Guo, Qinghua
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Classification  deep learning  LiDAR  phenotype  segmentation  structural components  
An updated Vegetation Map of China (1:1000000) 期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 13, 页码: 1125-1136
Authors:  Su, Yanjun;  Guo, Qinghua;  Hu, Tianyu;  Guan, Hongcan;  Jin, Shichao;  An, Shazhou;  Chen, Xuelin;  Guo, Ke;  Hao, Zhanqing;  Hu, Yuanman;  Huang, Yongmei;  Jiang, Mingxi;  Li, Jiaxiang;  Li, Zhenji;  Li, Xiankun;  Li, Xiaowei;  Liang, Cunzhu;  Liu, Renlin;  Liu, Qing;  Ni, Hongwei;  Peng, Shaolin;  Shen, Zehao;  Tang, Zhiyao;  Tian, Xingjun;  Wang, Xihua;  Wang, Renqing;  Xie, Zongqiang;  Xie, Yingzhong;  Xu, Xiaoniu;  Yang, Xiaobo;  Yang, Yongchuan;  Yu, Lifei;  Yue, Ming;  Zhang, Feng;  Ma, Keping
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Mapping the Global Mangrove Forest Aboveground Biomass Using Multisource Remote Sensing Data 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 10
Authors:  Hu, Tianyu;  Zhang, YingYing;  Su, Yanjun;  Zheng, Yi;  Lin, Guanghui;  Guo, Qinghua
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mangrove  LiDAR  random forest  GLAS  aboveground biomass  
A Point-Based Fully Convolutional Neural Network for Airborne LiDAR Ground Point Filtering in Forested Environments 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 3958-3974
Authors:  Jin, Shichao;  Sun, Yanjun;  Zhao, Xiaoqian;  Hu, Tianyu;  Guo, Qinghua
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Digital terrain model (DTM)  deep learning  fully convolutional neural network (FCN)  ground filtering  light detection and ranging (LiDAR)  
Mapping forest type and age in China's plantations 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 744
Authors:  Yu, Zhen;  Zhao, Hongrun;  Liu, Shirong;  Zhou, Guoyi;  Fang, Jingyun;  Yu, Guirui;  Tang, Xuli;  Wang, Wantong;  Yan, Junhua;  Wang, Gengxu;  Ma, Keping;  Li, Shenggong;  Du, Sheng;  Han, Shijie;  Ma, Youxin;  Zhang, Deqiang;  Liu, Juxiu;  Liu, Shizhong;  Chu, Guowei;  Zhang, Qianmei;  Li, Yuelin
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Planted forests  Digitalized maps  Forest age  Human management  Remote sensing  
Effects of revegetation on climate in the Mu Us Sandy Land of China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 739
Authors:  Zheng, Ying;  Dong, Lei;  Xia, Qian;  Liang, Cunzhu;  Wang, Lixin;  Shao, Yaping
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Vegetation restoration  Climate change  WRF model  Land surface biogeophysical properties  Arid and semi-arid region  
A marker-free method for registering multi-scan terrestrial laser scanning data in forest environments 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 166, 页码: 82-94
Authors:  Guan, Hongcan;  Su, Yanjun;  Sun, Xiliang;  Xu, Guangcai;  Li, Wenkai;  Ma, Qin;  Wu, Xiaoyong;  Wu, Jin;  Liu, Lingli;  Guo, Qinghua
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Terrestrial laser scanning  Registration  Marker-free  Forest  
Estimation of degraded grassland aboveground biomass using machine learning methods from terrestrial laser scanning data 期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 108
Authors:  Xu, Kexin;  Su, Yanjun;  Liu, Jin;  Hu, Tianyu;  Jin, Shichao;  Ma, Qin;  Zhai, Qiuping;  Wang, Rui;  Zhang, Jing;  Li, Yumei;  Liu, Hon An;  Guo, Qinghua
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Aboveground biomass (AGB)  Degraded grassland  Machine learning  Northern agro-pastoral ecotone  Terrestrial laser scanning (TLS)  
Reduction of structural impacts and distinction of photosynthetic pathways in a global estimation of GPP from space-borne solar-induced chlorophyll fluorescence 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 240
Authors:  Zhang, Zhaoying;  Zhang, Yongguang;  Porcar-Castell, Albert;  Joiner, Joanna;  Guanter, Luis;  Yang, Xi;  Migliavacca, Mirco;  Ju, Weimin;  Sun, Zhigang;  Chen, Shiping;  Martini, David;  Zhang, Qian;  Li, Zhaohui;  Cleverly, James;  Wang, Hezhou;  Goulas, Yves
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Photosynthesis  Photosynthetic pathway  Chlorophyll fluorescence  Canopy structure  Spectral invariant theory  
Estimating aboveground biomass of the mangrove forests on northeast Hainan Island in China using an upscaling method from field plots, UAV-LiDAR data and Sentinel-2 imagery 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2020, 卷号: 85
Authors:  Wang, Dezhi;  Wan, Bo;  Liu, Jing;  Su, Yanjun;  Guo, Qinghua;  Qiu, Penghua;  Wu, Xincai
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Mangroves  Aboveground biomass  UAV-LiDAR  Sentinel-2  Random forest